Does NGD converge to minima that are 'more complex' i.e. have a higher RLCT?

{'batch_size': 128, 'dataset': 'mnist', 'localization': 100.0, 'lr': 0.0001, 'model_type': 'dnn', 'momentum': 0.9, 'nesterov': True, 'ngd_weight_decay': 0.0001, 'num_chains': 1, 'num_draws': 1000, 'num_epochs': 10, 'num_workers': 6, 'sampler': 'sgld'}